Run
9190285

Run 9190285

Task 146226 (Supervised Classification) cars1 Uploaded 19-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-HoeffdingTree(1)A Weka KnowledgeFlow using Bagging-HoeffdingTree.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8334 ± 0.0472
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7156 ± 0.061
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4987 ± 0.1002
Cross-validation details (10-fold Crossvalidation)
KB relative information score
158.2881 ± 2.9997
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.241 ± 0.028
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3598 ± 0.0034
Cross-validation details (10-fold Crossvalidation)
Number of instances
392
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7665 ± 0.0587
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.699 ± 0.065
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3318
Cross-validation details (10-fold Crossvalidation)
Recall
0.699 ± 0.065
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6699 ± 0.0753
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4237 ± 0.0041
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3794 ± 0.0463
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8953 ± 0.1068
Cross-validation details (10-fold Crossvalidation)